The NOESIS Open Source Framework for Network Data Mining

Víctor Martínez, Fernando Berzal, Juan-Carlos Cubero
2015 Proceedings of the 7th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management  
NOESIS is a software framework for the development of data mining techniques for networked data. As an open source project, released under a BSD license, NOESIS intends to provide the necessary infrastructure for solving complex network data mining problems. Currently, it includes a large collection of popular networkrelated data mining techniques, including the analysis of network structural properties, community detection algorithms, link scoring and prediction methods, and network
more » ... on techniques. The design of NOESIS tries to facilitate the development of parallel algorithms using solid object-oriented design principles and structured parallel programming. NOESIS can be used as an stand-alone application, as many other network analysis packages, and can be included, as a lightweight library, in domain-specific data mining applications and systems.
doi:10.5220/0005610103160321 dblp:conf/ic3k/MartinezBT15 fatcat:3pmflf35srbxvgauqmjyavjthu